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Data Science allows us to extract meaning from and interpret data.

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Constructors and Generators in Python
shaiquehossain profile

Constructors and Generators in Python

#webdev #python #programming #datascience
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1 min read
Data warehouse vs data lake
aristeksystems2013 profile

Data warehouse vs data lake

#data #datascience #datalake #dataengineering
1
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8 min read
Models That Prove Their Own Correctness
mikeyoung44 profile

Models That Prove Their Own Correctness

#machinelearning #ai #beginners #datascience
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5 min read
ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference
mikeyoung44 profile

ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference

#machinelearning #ai #beginners #datascience
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4 min read
XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection
mikeyoung44 profile

XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection

#machinelearning #ai #beginners #datascience
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4 min read
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning
mikeyoung44 profile

MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

#machinelearning #ai #beginners #datascience
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4 min read
AstroPT: Scaling Large Observation Models for Astronomy
mikeyoung44 profile

AstroPT: Scaling Large Observation Models for Astronomy

#machinelearning #ai #beginners #datascience
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3 min read
From Sparse to Soft Mixtures of Experts
mikeyoung44 profile

From Sparse to Soft Mixtures of Experts

#machinelearning #ai #beginners #datascience
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4 min read
VecFusion: Vector Font Generation with Diffusion
mikeyoung44 profile

VecFusion: Vector Font Generation with Diffusion

#machinelearning #ai #beginners #datascience
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4 min read
Evaluation of the Programming Skills of Large Language Models
mikeyoung44 profile

Evaluation of the Programming Skills of Large Language Models

#machinelearning #ai #beginners #datascience
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3 min read
Levels of AGI for Operationalizing Progress on the Path to AGI
mikeyoung44 profile

Levels of AGI for Operationalizing Progress on the Path to AGI

#machinelearning #ai #beginners #datascience
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4 min read
AI-Assisted Assessment of Coding Practices in Modern Code Review
mikeyoung44 profile

AI-Assisted Assessment of Coding Practices in Modern Code Review

#machinelearning #ai #beginners #datascience
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4 min read
Can a Transformer Represent a Kalman Filter?
mikeyoung44 profile

Can a Transformer Represent a Kalman Filter?

#machinelearning #ai #beginners #datascience
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4 min read
Print-N-Grip: A Disposable, Compliant, Scalable and One-Shot 3D-Printed Multi-Fingered Robotic Hand
mikeyoung44 profile

Print-N-Grip: A Disposable, Compliant, Scalable and One-Shot 3D-Printed Multi-Fingered Robotic Hand

#machinelearning #ai #beginners #datascience
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4 min read
Deceptive, Disruptive, No Big Deal: Japanese People React to Simulated Dark Commercial Patterns
mikeyoung44 profile

Deceptive, Disruptive, No Big Deal: Japanese People React to Simulated Dark Commercial Patterns

#machinelearning #ai #beginners #datascience
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4 min read
ExcelFormer: Can a DNN be a Sure Bet for Tabular Prediction?
mikeyoung44 profile

ExcelFormer: Can a DNN be a Sure Bet for Tabular Prediction?

#machinelearning #ai #beginners #datascience
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3 min read
YOLOv10: Real-Time End-to-End Object Detection
mikeyoung44 profile

YOLOv10: Real-Time End-to-End Object Detection

#machinelearning #ai #beginners #datascience
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3 min read
Surveilling the Masses with Wi-Fi-Based Positioning Systems
mikeyoung44 profile

Surveilling the Masses with Wi-Fi-Based Positioning Systems

#machinelearning #ai #beginners #datascience
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5 min read
Many-Shot In-Context Learning
mikeyoung44 profile

Many-Shot In-Context Learning

#machinelearning #ai #beginners #datascience
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4 min read
Not All Language Model Features Are Linear
mikeyoung44 profile

Not All Language Model Features Are Linear

#machinelearning #ai #beginners #datascience
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4 min read
Lessons from the Trenches on Reproducible Evaluation of Language Models
mikeyoung44 profile

Lessons from the Trenches on Reproducible Evaluation of Language Models

#machinelearning #ai #beginners #datascience
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5 min read
Your Transformer is Secretly Linear
mikeyoung44 profile

Your Transformer is Secretly Linear

#machinelearning #ai #beginners #datascience
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4 min read
Robust Classification via a Single Diffusion Model
mikeyoung44 profile

Robust Classification via a Single Diffusion Model

#machinelearning #ai #beginners #datascience
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4 min read
Influencer Cartels
mikeyoung44 profile

Influencer Cartels

#machinelearning #ai #beginners #datascience
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4 min read
Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling
mikeyoung44 profile

Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling

#machinelearning #ai #beginners #datascience
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4 min read
Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization
mikeyoung44 profile

Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization

#machinelearning #ai #beginners #datascience
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4 min read
Ephemeral Rollups are All you Need
mikeyoung44 profile

Ephemeral Rollups are All you Need

#machinelearning #ai #beginners #datascience
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3 min read
Chain-of-Thought Reasoning Without Prompting
mikeyoung44 profile

Chain-of-Thought Reasoning Without Prompting

#machinelearning #ai #beginners #datascience
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4 min read
LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B
mikeyoung44 profile

LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B

#machinelearning #ai #beginners #datascience
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4 min read
DarkDNS: Revisiting the Value of Rapid Zone Update
mikeyoung44 profile

DarkDNS: Revisiting the Value of Rapid Zone Update

#machinelearning #ai #beginners #datascience
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4 min read
Extracting Prompts by Inverting LLM Outputs
mikeyoung44 profile

Extracting Prompts by Inverting LLM Outputs

#machinelearning #ai #beginners #datascience
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4 min read
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA
mikeyoung44 profile

Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA

#machinelearning #ai #beginners #datascience
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4 min read
Denoising LM: Pushing the Limits of Error Correction Models for Speech Recognition
mikeyoung44 profile

Denoising LM: Pushing the Limits of Error Correction Models for Speech Recognition

#machinelearning #ai #beginners #datascience
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4 min read
Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer
mikeyoung44 profile

Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer

#machinelearning #ai #beginners #datascience
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4 min read
Efficient Encoder-Decoder Transformer Decoding for Decomposable Tasks
mikeyoung44 profile

Efficient Encoder-Decoder Transformer Decoding for Decomposable Tasks

#machinelearning #ai #beginners #datascience
1
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3 min read
The CAP Principle for LLM Serving
mikeyoung44 profile

The CAP Principle for LLM Serving

#machinelearning #ai #beginners #datascience
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4 min read
Self-playing Adversarial Language Game Enhances LLM Reasoning
mikeyoung44 profile

Self-playing Adversarial Language Game Enhances LLM Reasoning

#machinelearning #ai #beginners #datascience
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4 min read
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation
mikeyoung44 profile

ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation

#machinelearning #ai #beginners #datascience
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4 min read
Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!
mikeyoung44 profile

Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!

#machinelearning #ai #beginners #datascience
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5 min read
ColorFoil: Investigating Color Blindness in Large Vision and Language Models
mikeyoung44 profile

ColorFoil: Investigating Color Blindness in Large Vision and Language Models

#machinelearning #ai #beginners #datascience
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4 min read
InvertAvatar: Incremental GAN Inversion for Generalized Head Avatars
mikeyoung44 profile

InvertAvatar: Incremental GAN Inversion for Generalized Head Avatars

#machinelearning #ai #beginners #datascience
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4 min read
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving
mikeyoung44 profile

Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving

#machinelearning #ai #beginners #datascience
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3 min read
Unsupervised Evaluation of Code LLMs with Round-Trip Correctness
mikeyoung44 profile

Unsupervised Evaluation of Code LLMs with Round-Trip Correctness

#machinelearning #ai #beginners #datascience
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4 min read
Thermodynamic Natural Gradient Descent
mikeyoung44 profile

Thermodynamic Natural Gradient Descent

#machinelearning #ai #beginners #datascience
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5 min read
Attention as an RNN
mikeyoung44 profile

Attention as an RNN

#machinelearning #ai #beginners #datascience
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4 min read
Demo Paper: A Game Agents Battle Driven by Free-Form Text Commands Using Code-Generation LLM
mikeyoung44 profile

Demo Paper: A Game Agents Battle Driven by Free-Form Text Commands Using Code-Generation LLM

#machinelearning #ai #beginners #datascience
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4 min read
Transformers Can Do Arithmetic with the Right Embeddings
mikeyoung44 profile

Transformers Can Do Arithmetic with the Right Embeddings

#machinelearning #ai #beginners #datascience
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4 min read
Representation noising effectively prevents harmful fine-tuning on LLMs
mikeyoung44 profile

Representation noising effectively prevents harmful fine-tuning on LLMs

#machinelearning #ai #beginners #datascience
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5 min read
Why are Sensitive Functions Hard for Transformers?
mikeyoung44 profile

Why are Sensitive Functions Hard for Transformers?

#machinelearning #ai #beginners #datascience
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4 min read
Training Language Models to Generate Text with Citations via Fine-grained Rewards
mikeyoung44 profile

Training Language Models to Generate Text with Citations via Fine-grained Rewards

#machinelearning #ai #beginners #datascience
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3 min read
A Declarative System for Optimizing AI Workloads
mikeyoung44 profile

A Declarative System for Optimizing AI Workloads

#machinelearning #ai #beginners #datascience
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4 min read
BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once
mikeyoung44 profile

BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once

#machinelearning #ai #beginners #datascience
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4 min read
Pareto Optimal Learning for Estimating Large Language Model Errors
mikeyoung44 profile

Pareto Optimal Learning for Estimating Large Language Model Errors

#machinelearning #ai #beginners #datascience
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4 min read
Power Hungry Processing: Watts Driving the Cost of AI Deployment?
mikeyoung44 profile

Power Hungry Processing: Watts Driving the Cost of AI Deployment?

#machinelearning #ai #beginners #datascience
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4 min read
As an AI Language Model, Yes I Would Recommend Calling the Police'': Norm Inconsistency in LLM Decision-Making
mikeyoung44 profile

As an AI Language Model, Yes I Would Recommend Calling the Police'': Norm Inconsistency in LLM Decision-Making

#machinelearning #ai #beginners #datascience
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4 min read
UFO: A UI-Focused Agent for Windows OS Interaction
mikeyoung44 profile

UFO: A UI-Focused Agent for Windows OS Interaction

#machinelearning #ai #beginners #datascience
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4 min read
Track Anything Rapter(TAR)
mikeyoung44 profile

Track Anything Rapter(TAR)

#machinelearning #ai #beginners #datascience
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3 min read
Fractal Patterns May Illuminate the Success of Next-Token Prediction
mikeyoung44 profile

Fractal Patterns May Illuminate the Success of Next-Token Prediction

#machinelearning #ai #beginners #datascience
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5 min read
BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry
mikeyoung44 profile

BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry

#machinelearning #ai #beginners #datascience
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4 min read
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models
mikeyoung44 profile

Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models

#machinelearning #ai #beginners #datascience
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5 min read
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